Profiling Report

Dataset statistics

Number of variables	26
Number of observations	1060
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	21
Duplicate rows (%)	2.0%
Total size in memory	223.6 KiB
Average record size in memory	216.0 B

Variable types

Numeric	24
Categorical	2

Alerts

Dataset has 21 (2.0%) duplicate rows	Duplicates
`Binary_Disease` is uniformly distributed	Uniform

Reproduction

Analysis started	2024-05-20 19:05:24.987113
Analysis finished	2024-05-20 19:08:27.546714
Duration	3 minutes and 2.56 seconds
Software version	ydata-profiling v4.8.3
Download configuration	config.json

Glucose
Real number (ℝ)

Distinct	551
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.45492068

Minimum	0.001827491
Maximum	0.99174203
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	0.001827491
5-th percentile	0.052555783
Q1	0.27430718
median	0.42047217
Q3	0.66390721
95-th percentile	0.87804246
Maximum	0.99174203
Range	0.98991454
Interquartile range (IQR)	0.38960003

Descriptive statistics

Standard deviation	0.25129202
Coefficient of variation (CV)	0.55238646
Kurtosis	-0.92669792
Mean	0.45492068
Median Absolute Deviation (MAD)	0.18532279
Skewness	0.077226856
Sum	482.21592
Variance	0.063147681
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7395967125	36	3.4%
0.6937673328	36	3.4%
0.5657938979	32	3.0%
0.3893987462	31	2.9%
0.5822777461	29	2.7%
0.106993472	29	2.7%
0.3495090523	29	2.7%
0.346893067	28	2.6%
0.274307181	26	2.5%
0.5062264762	26	2.5%
Other values (541)	758	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.001827490961	1	0.1%
0.002709518215	1	0.1%
0.005377304713	1	0.1%
0.007325566204	1	0.1%
0.007637786025	1	0.1%
0.01099392779	1	0.1%
0.01115319529	1	0.1%
0.01153575118	1	0.1%
0.01294417419	1	0.1%
0.01295600887	1	0.1%

Value	Count	Frequency (%)
0.991742034	1	0.1%
0.9916515309	1	0.1%
0.9896382736	1	0.1%
0.9891001706	1	0.1%
0.9851630638	1	0.1%
0.9826385967	1	0.1%
0.9809315453	1	0.1%
0.97491492	1	0.1%
0.9684602088	1	0.1%
0.9675154804	1	0.1%

Cholesterol
Real number (ℝ)

Distinct	551
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.440951

Minimum	0.0030876614
Maximum	0.9996065
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	0.0030876614
5-th percentile	0.062985756
Q1	0.23944532
median	0.43485489
Q3	0.65019839
95-th percentile	0.87725724
Maximum	0.9996065
Range	0.99651883
Interquartile range (IQR)	0.41075307

Descriptive statistics

Standard deviation	0.25565646
Coefficient of variation (CV)	0.57978428
Kurtosis	-0.92872587
Mean	0.440951
Median Absolute Deviation (MAD)	0.2153435
Skewness	0.23276972
Sum	467.40806
Variance	0.065360224
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6501983879	36	3.4%
0.7306858461	36	3.4%
0.7101853493	32	3.0%
0.4624040796	31	2.9%
0.1146325055	29	2.7%
0.2770237511	29	2.7%
0.4680669716	29	2.7%
0.07001695925	28	2.6%
0.544493144	26	2.5%
0.1922740623	26	2.5%
Other values (541)	758	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.003087661448	1	0.1%
0.009368908733	1	0.1%
0.0101538103	1	0.1%
0.01087824134	1	0.1%
0.01162404171	1	0.1%
0.01213938631	1	0.1%
0.01427824631	1	0.1%
0.01560535852	1	0.1%
0.02038515419	1	0.1%
0.02164539417	1	0.1%

Value	Count	Frequency (%)
0.9996064959	1	0.1%
0.997242359	1	0.1%
0.994695744	1	0.1%
0.994422491	1	0.1%
0.9920074626	1	0.1%
0.9903964379	1	0.1%
0.9897350741	1	0.1%
0.9861677512	1	0.1%
0.9810861376	1	0.1%
0.9803435842	1	0.1%

Hemoglobin
Real number (ℝ)

Distinct	551
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.55530537

Minimum	0.00071874105
Maximum	0.99787613
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	0.00071874105
5-th percentile	0.0885672
Q1	0.32503491
median	0.62262156
Q3	0.7746102
95-th percentile	0.94493765
Maximum	0.99787613
Range	0.99715739
Interquartile range (IQR)	0.44957529

Descriptive statistics

Standard deviation	0.2702633
Coefficient of variation (CV)	0.48669312
Kurtosis	-1.0193516
Mean	0.55530537
Median Absolute Deviation (MAD)	0.17084445
Skewness	-0.39872969
Sum	588.62369
Variance	0.073042254
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7136309861	36	3.4%
0.7511957654	36	3.4%
0.661881876	32	3.0%
0.4805953472	31	2.9%
0.8462661761	29	2.7%
0.77651621	29	2.7%
0.7872404862	29	2.7%
0.7746101971	28	2.6%
0.1113044432	26	2.5%
0.6226215581	26	2.5%
Other values (541)	758	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0007187410462	1	0.1%
0.003021346704	1	0.1%
0.004818776552	1	0.1%
0.005584550139	1	0.1%
0.008003172867	1	0.1%
0.009932629018	1	0.1%
0.01035922825	1	0.1%
0.0110023198	1	0.1%
0.01110710937	1	0.1%
0.01151171109	1	0.1%

Value	Count	Frequency (%)
0.9978761267	1	0.1%
0.9969251026	1	0.1%
0.9938336055	1	0.1%
0.9870330293	1	0.1%
0.9866845758	1	0.1%
0.9843248609	1	0.1%
0.9833057855	1	0.1%
0.9822305382	1	0.1%
0.98208008	1	0.1%
0.9791272085	1	0.1%

Platelets
Real number (ℝ)

Distinct	551
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.55585804

Minimum	6.2425237 × 10^-6
Maximum	0.99950672
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	6.2425237 × 10^-6
5-th percentile	0.11310278
Q1	0.34816426
median	0.58071909
Q3	0.7473257
95-th percentile	0.95678918
Maximum	0.99950672
Range	0.99950048
Interquartile range (IQR)	0.39916144

Descriptive statistics

Standard deviation	0.26132638
Coefficient of variation (CV)	0.47013151
Kurtosis	-0.9397945
Mean	0.55585804
Median Absolute Deviation (MAD)	0.17704925
Skewness	-0.22470598
Sum	589.20953
Variance	0.068291479
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8684912414	36	3.4%
0.7473256992	36	3.4%
0.9876838504	32	3.0%
0.2289118066	31	2.9%
0.7369679994	29	2.7%
0.6385541962	29	2.7%
0.2531299449	29	2.7%
0.6959488328	28	2.6%
0.6599444987	26	2.5%
0.5391111633	26	2.5%
Other values (541)	758	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6.242523677 × 10^-6	1	0.1%
0.003713858047	1	0.1%
0.004733073813	1	0.1%
0.005261356809	1	0.1%
0.005610537109	1	0.1%
0.008648081105	1	0.1%
0.009838727535	1	0.1%
0.012593787	1	0.1%
0.01530376987	1	0.1%
0.01617990881	1	0.1%

Value	Count	Frequency (%)
0.9995067224	1	0.1%
0.9993931296	1	0.1%
0.9979265826	1	0.1%
0.9968409749	1	0.1%
0.9967021592	1	0.1%
0.9957664191	1	0.1%
0.9948203626	1	0.1%
0.9911882284	1	0.1%
0.9908853819	1	0.1%
0.9876838504	32	3.0%

White Blood Cells
Real number (ℝ)

Distinct	551
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.55632506

Minimum	-0.00020615024
Maximum	0.99964626
Zeros	0
Zeros (%)	0.0%
Negative	1
Negative (%)	0.1%
Memory size	16.6 KiB

Quantile statistics

Minimum	-0.00020615024
5-th percentile	0.094805788
Q1	0.37911829
median	0.57051721
Q3	0.78108816
95-th percentile	0.92580228
Maximum	0.99964626
Range	0.99985241
Interquartile range (IQR)	0.40196987

Descriptive statistics

Standard deviation	0.25666934
Coefficient of variation (CV)	0.46136577
Kurtosis	-0.88450581
Mean	0.55632506
Median Absolute Deviation (MAD)	0.19198793
Skewness	-0.28970872
Sum	589.70456
Variance	0.065879151
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6874330285	36	3.4%
0.7420840626	36	3.4%
0.2148117768	32	3.0%
0.7810881568	31	2.9%
0.4874045268	29	2.7%
0.8192772736	29	2.7%
0.6052108584	29	2.7%
0.405679633	28	2.6%
0.5167590275	26	2.5%
0.37852928	26	2.5%
Other values (541)	758	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.0002061502357	1	0.1%
0.00266604752	1	0.1%
0.003351450849	1	0.1%
0.006619545247	1	0.1%
0.01013850758	1	0.1%
0.01057973839	1	0.1%
0.0109894342	1	0.1%
0.01128970712	1	0.1%
0.01175905261	1	0.1%
0.01264567324	1	0.1%

Value	Count	Frequency (%)
0.9996462633	1	0.1%
0.9974003339	1	0.1%
0.9957230617	1	0.1%
0.9950883765	1	0.1%
0.9907857025	1	0.1%
0.9891635935	1	0.1%
0.989057632	1	0.1%
0.9882382541	1	0.1%
0.9868351839	1	0.1%
0.9849354754	1	0.1%

Red Blood Cells
Real number (ℝ)

Distinct	551
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.56780071

Minimum	0.00055154141
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	0.00055154141
5-th percentile	0.10170641
Q1	0.33108215
median	0.58852647
Q3	0.79126167
95-th percentile	0.93831873
Maximum	1
Range	0.99944846
Interquartile range (IQR)	0.46017952

Descriptive statistics

Standard deviation	0.27171121
Coefficient of variation (CV)	0.47853271
Kurtosis	-1.0307046
Mean	0.56780071
Median Absolute Deviation (MAD)	0.22989171
Skewness	-0.26595408
Sum	601.86875
Variance	0.073826982
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5298953993	36	3.4%
0.4130555957	36	3.4%
0.7657050972	32	3.0%
0.8891000944	31	2.9%
0.9040459155	29	2.7%
0.25766557	29	2.7%
0.8798776934	29	2.7%
0.3280268083	28	2.6%
0.751746084	26	2.5%
0.6766225528	26	2.5%
Other values (541)	758	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0005515414098	1	0.1%
0.001260648152	1	0.1%
0.004037736436	1	0.1%
0.005363159847	1	0.1%
0.007202089968	1	0.1%
0.008741063337	1	0.1%
0.009508886675	1	0.1%
0.01322594983	1	0.1%
0.01484722636	1	0.1%
0.01499399342	1	0.1%

Value	Count	Frequency (%)
1	19	1.8%
0.9972673949	1	0.1%
0.9969854231	1	0.1%
0.9960523502	1	0.1%
0.9923773771	1	0.1%
0.992057229	1	0.1%
0.9912255062	1	0.1%
0.9911727442	1	0.1%
0.9892875128	1	0.1%
0.9882809977	1	0.1%

Hematocrit
Real number (ℝ)

Distinct	551
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.55265457

Minimum	0.0045560079
Maximum	1.0008568
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	0.0045560079
5-th percentile	0.089171997
Q1	0.29000591
median	0.55475366
Q3	0.81765049
95-th percentile	0.9775203
Maximum	1.0008568
Range	0.99630081
Interquartile range (IQR)	0.52764458

Descriptive statistics

Standard deviation	0.27975222
Coefficient of variation (CV)	0.50619724
Kurtosis	-1.1970353
Mean	0.55265457
Median Absolute Deviation (MAD)	0.26289683
Skewness	-0.1340919
Sum	585.81384
Variance	0.078261303
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.290005909	36	3.4%
0.820138345	36	3.4%
0.8808371108	32	3.0%
0.2017867807	31	2.9%
0.3945473418	29	2.7%
0.7511062826	29	2.7%
0.7915649505	29	2.7%
0.5615517052	28	2.6%
1.00034204	26	2.5%
0.8176504878	26	2.5%
Other values (541)	758	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.004556007938	1	0.1%
0.007158391839	1	0.1%
0.007681225099	1	0.1%
0.01164188277	1	0.1%
0.01177172306	1	0.1%
0.01257684811	1	0.1%
0.01271737222	1	0.1%
0.01401557562	1	0.1%
0.01547680425	1	0.1%
0.01596863523	1	0.1%

Value	Count	Frequency (%)
1.000856814	1	0.1%
1.00034204	26	2.5%
0.995372958	1	0.1%
0.9946896868	1	0.1%
0.9937746028	1	0.1%
0.9915136421	1	0.1%
0.990192078	1	0.1%
0.9873251019	1	0.1%
0.9822233594	1	0.1%
0.9779852715	1	0.1%

Mean Corpuscular Volume
Real number (ℝ)

Distinct	551
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.41405443

Minimum	0.00030898593
Maximum	0.99636243
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	0.00030898593
5-th percentile	0.065926206
Q1	0.19807167
median	0.36848381
Q3	0.63104502
95-th percentile	0.90114617
Maximum	0.99636243
Range	0.99605344
Interquartile range (IQR)	0.43297335

Descriptive statistics

Standard deviation	0.25946541
Coefficient of variation (CV)	0.62664567
Kurtosis	-0.75295923
Mean	0.41405443
Median Absolute Deviation (MAD)	0.19112473
Skewness	0.44750699
Sum	438.89769
Variance	0.067322301
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6310450181	36	3.4%
0.1401641479	36	3.4%
0.09938376725	32	3.0%
0.2989393355	31	2.9%
0.06592620617	29	2.7%
0.3049675139	29	2.7%
0.411967047	29	2.7%
0.2952104917	28	2.6%
0.2880680134	26	2.5%
0.0315085097	26	2.5%
Other values (541)	758	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0003089859301	1	0.1%
0.005770486602	1	0.1%
0.01279058964	1	0.1%
0.0158887065	1	0.1%
0.01785566307	1	0.1%
0.01797701656	1	0.1%
0.02073925535	1	0.1%
0.02808988953	1	0.1%
0.03060689474	1	0.1%
0.0315085097	26	2.5%

Value	Count	Frequency (%)
0.9963624288	1	0.1%
0.9953805369	1	0.1%
0.9952629487	1	0.1%
0.9945086457	1	0.1%
0.9928269286	1	0.1%
0.992721619	1	0.1%
0.9919425219	1	0.1%
0.988233761	1	0.1%
0.985488237	1	0.1%
0.9839938652	1	0.1%

Mean Corpuscular Hemoglobin
Real number (ℝ)

Distinct	551
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.43504403

Minimum	-0.00061433094
Maximum	0.99923369
Zeros	0
Zeros (%)	0.0%
Negative	28
Negative (%)	2.6%
Memory size	16.6 KiB

Quantile statistics

Minimum	-0.00061433094
5-th percentile	0.00055362659
Q1	0.17244984
median	0.39328969
Q3	0.72137767
95-th percentile	0.90319399
Maximum	0.99923369
Range	0.99984802
Interquartile range (IQR)	0.54892783

Descriptive statistics

Standard deviation	0.3057286
Coefficient of variation (CV)	0.70275325
Kurtosis	-1.4438681
Mean	0.43504403
Median Absolute Deviation (MAD)	0.29416807
Skewness	0.074558243
Sum	461.14667
Variance	0.09346998
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.001327857832	36	3.4%
0.7560923403	36	3.4%
0.000553626593	32	3.0%
0.2851844	31	2.9%
0.6874577633	29	2.7%
0.7705769703	29	2.7%
0.7533528082	29	2.7%
-0.0006143309429	28	2.6%
0.1728004827	26	2.5%
0.07506954079	26	2.5%
Other values (541)	758	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.0006143309429	28	2.6%
0.000553626593	32	3.0%
0.001327857832	36	3.4%
0.008778318521	1	0.1%
0.0104824691	1	0.1%
0.0120204761	1	0.1%
0.01241206124	1	0.1%
0.01458901132	1	0.1%
0.01580624	1	0.1%
0.01729888932	1	0.1%

Value	Count	Frequency (%)
0.9992336923	1	0.1%
0.9973347467	1	0.1%
0.9968829183	1	0.1%
0.9958561792	1	0.1%
0.9920218763	1	0.1%
0.9898032365	1	0.1%
0.9863445589	1	0.1%
0.9858013553	1	0.1%
0.9816910361	1	0.1%
0.9794970133	1	0.1%

Mean Corpuscular Hemoglobin Concentration
Real number (ℝ)

Distinct	551
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.49570157

Minimum	0.00071942016
Maximum	0.99966555
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	0.00071942016
5-th percentile	0.038502503
Q1	0.2787174
median	0.50113082
Q3	0.69456513
95-th percentile	0.93163573
Maximum	0.99966555
Range	0.99894613
Interquartile range (IQR)	0.41584773

Descriptive statistics

Standard deviation	0.26833512
Coefficient of variation (CV)	0.54132393
Kurtosis	-0.97992126
Mean	0.49570157
Median Absolute Deviation (MAD)	0.20847901
Skewness	-0.13960906
Sum	525.44366
Variance	0.072003737
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7958288705	36	3.4%
0.4881890492	36	3.4%
0.03553271538	32	3.0%
0.6698948957	31	2.9%
0.4598947101	29	2.7%
0.5011308233	29	2.7%
0.2667355179	29	2.7%
0.0412109272	28	2.6%
0.1062756067	26	2.5%
0.5169641961	26	2.5%
Other values (541)	758	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0007194201601	1	0.1%
0.002746801468	1	0.1%
0.003272311282	1	0.1%
0.004031060376	1	0.1%
0.00452218368	1	0.1%
0.006946977879	1	0.1%
0.007903157467	1	0.1%
0.01044588304	1	0.1%
0.01155854964	1	0.1%
0.01638375822	1	0.1%

Value	Count	Frequency (%)
0.9996655464	1	0.1%
0.9994032359	1	0.1%
0.9986874964	1	0.1%
0.9939791429	1	0.1%
0.9931770969	1	0.1%
0.9930774782	1	0.1%
0.9891382569	1	0.1%
0.9889241083	1	0.1%
0.988685436	1	0.1%
0.9880052003	1	0.1%

Insulin
Real number (ℝ)

Distinct	551
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.48323329

Minimum	-0.00077905522
Maximum	0.99669413
Zeros	0
Zeros (%)	0.0%
Negative	1
Negative (%)	0.1%
Memory size	16.6 KiB

Quantile statistics

Minimum	-0.00077905522
5-th percentile	0.034129122
Q1	0.20761067
median	0.52260342
Q3	0.71245923
95-th percentile	0.92196824
Maximum	0.99669413
Range	0.99747318
Interquartile range (IQR)	0.50484856

Descriptive statistics

Standard deviation	0.2818373
Coefficient of variation (CV)	0.58323237
Kurtosis	-1.2536654
Mean	0.48323329
Median Absolute Deviation (MAD)	0.22651495
Skewness	-0.10742898
Sum	512.22729
Variance	0.079432263
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.03412912209	36	3.4%
0.7728964601	36	3.4%
0.6996094273	32	3.0%
0.7124592301	31	2.9%
0.07954345896	29	2.7%
0.6683243624	29	2.7%
0.6588266364	29	2.7%
0.1067172786	28	2.6%
0.7137776791	26	2.5%
0.7491183714	26	2.5%
Other values (541)	758	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.0007790552223	1	0.1%
0.002958069855	1	0.1%
0.003958646154	1	0.1%
0.007293908029	1	0.1%
0.009230415231	1	0.1%
0.01079464845	1	0.1%
0.01361429443	1	0.1%
0.01552472466	1	0.1%
0.0178121951	1	0.1%
0.01782985869	1	0.1%

Value	Count	Frequency (%)
0.9966941287	1	0.1%
0.9947098859	1	0.1%
0.9942637337	1	0.1%
0.9917399008	1	0.1%
0.9893489873	1	0.1%
0.9879177651	1	0.1%
0.9864251994	1	0.1%
0.986038466	1	0.1%
0.9852704866	1	0.1%
0.9784835665	1	0.1%

BMI
Real number (ℝ)

Distinct	551
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.46292325

Minimum	5.1366828 × 10^-5
Maximum	0.99726217
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	5.1366828 × 10^-5
5-th percentile	0.047148791
Q1	0.28596226
median	0.47871848
Q3	0.65098477
95-th percentile	0.88229715
Maximum	0.99726217
Range	0.9972108
Interquartile range (IQR)	0.36502251

Descriptive statistics

Standard deviation	0.25316242
Coefficient of variation (CV)	0.54687774
Kurtosis	-0.84331463
Mean	0.46292325
Median Absolute Deviation (MAD)	0.17687384
Skewness	0.0012838273
Sum	490.69865
Variance	0.064091212
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.07177419891	36	3.4%
0.5293323929	36	3.4%
0.3758821414	32	3.0%
0.3219817792	31	2.9%
0.7800270151	29	2.7%
0.3816837425	29	2.7%
0.6786995024	29	2.7%
0.7322191589	28	2.6%
0.01475375874	26	2.5%
0.311305966	26	2.5%
Other values (541)	758	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.136682826 × 10^-5	1	0.1%
0.001020268962	1	0.1%
0.001087907372	1	0.1%
0.004590724044	1	0.1%
0.004833212216	1	0.1%
0.005319789978	1	0.1%
0.006242385385	1	0.1%
0.007681950631	1	0.1%
0.01037794535	1	0.1%
0.01459560799	1	0.1%

Value	Count	Frequency (%)
0.9972621666	1	0.1%
0.996260756	1	0.1%
0.9926592696	1	0.1%
0.9887920088	1	0.1%
0.9870857295	1	0.1%
0.9865664834	1	0.1%
0.9788092615	1	0.1%
0.9764957336	1	0.1%
0.9752237895	1	0.1%
0.974513501	1	0.1%

Systolic Blood Pressure
Real number (ℝ)

Distinct	551
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.42267765

Minimum	-0.00019712274
Maximum	1.0001073
Zeros	0
Zeros (%)	0.0%
Negative	1
Negative (%)	0.1%
Memory size	16.6 KiB

Quantile statistics

Minimum	-0.00019712274
5-th percentile	0.051746527
Q1	0.18818108
median	0.42668119
Q3	0.61836001
95-th percentile	0.89023774
Maximum	1.0001073
Range	1.0003045
Interquartile range (IQR)	0.43017893

Descriptive statistics

Standard deviation	0.26051788
Coefficient of variation (CV)	0.61635121
Kurtosis	-0.93418205
Mean	0.42267765
Median Absolute Deviation (MAD)	0.2291244
Skewness	0.27654851
Sum	448.03831
Variance	0.067869567
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1855955969	36	3.4%
0.5107636943	36	3.4%
0.6830119224	32	3.0%
0.05726995266	31	2.9%
0.5417490589	29	2.7%
0.7082290415	29	2.7%
0.1192801475	29	2.7%
0.4564367978	28	2.6%
0.5512042999	26	2.5%
0.02177878728	26	2.5%
Other values (541)	758	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.000197122738	1	0.1%
0.0002674779055	1	0.1%
0.004502778857	1	0.1%
0.004670856617	1	0.1%
0.004936307501	1	0.1%
0.005988262414	1	0.1%
0.00739605225	1	0.1%
0.008236918395	1	0.1%
0.009326974092	1	0.1%
0.01333744685	1	0.1%

Value	Count	Frequency (%)
1.000107347	1	0.1%
0.9944612784	1	0.1%
0.9935084986	1	0.1%
0.9905286038	1	0.1%
0.9877824324	1	0.1%
0.982751594	1	0.1%
0.9820315016	1	0.1%
0.9805350162	1	0.1%
0.9792412124	1	0.1%
0.9792313	1	0.1%

Diastolic Blood Pressure
Real number (ℝ)

Distinct	551
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.44027306

Minimum	-0.00035986009
Maximum	0.99874223
Zeros	0
Zeros (%)	0.0%
Negative	1
Negative (%)	0.1%
Memory size	16.6 KiB

Quantile statistics

Minimum	-0.00035986009
5-th percentile	0.056277315
Q1	0.17654056
median	0.4452913
Q3	0.63217869
95-th percentile	0.87238164
Maximum	0.99874223
Range	0.99910209
Interquartile range (IQR)	0.45563813

Descriptive statistics

Standard deviation	0.26678904
Coefficient of variation (CV)	0.60596268
Kurtosis	-1.0691872
Mean	0.44027306
Median Absolute Deviation (MAD)	0.23348092
Skewness	0.036890603
Sum	466.68944
Variance	0.071176394
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.07145460967	36	3.4%
0.4889416283	36	3.4%
0.6006757751	32	3.0%
0.1496756924	31	2.9%
0.0664877511	29	2.7%
0.6321786893	29	2.7%
0.3657760196	29	2.7%
0.1440819367	28	2.6%
0.07178885825	26	2.5%
0.6810085822	26	2.5%
Other values (541)	758	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.0003598600944	1	0.1%
0.000186524037	1	0.1%
0.002772274404	1	0.1%
0.003966922726	1	0.1%
0.005578648197	1	0.1%
0.006103952524	1	0.1%
0.006681884362	1	0.1%
0.009782998602	1	0.1%
0.01146656618	1	0.1%
0.01388215297	1	0.1%

Value	Count	Frequency (%)
0.998742227	1	0.1%
0.9970660422	1	0.1%
0.995559725	1	0.1%
0.9940594993	1	0.1%
0.9938791064	1	0.1%
0.988016481	1	0.1%
0.9874089122	1	0.1%
0.9800422658	1	0.1%
0.9799283715	1	0.1%
0.9792241503	1	0.1%

Triglycerides
Real number (ℝ)

Distinct	551
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.45871406

Minimum	0.0018848323
Maximum	0.99982559
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	0.0018848323
5-th percentile	0.064390666
Q1	0.22769954
median	0.4681131
Q3	0.69454521
95-th percentile	0.88512562
Maximum	0.99982559
Range	0.99794076
Interquartile range (IQR)	0.46684567

Descriptive statistics

Standard deviation	0.2699226
Coefficient of variation (CV)	0.58843325
Kurtosis	-1.1930348
Mean	0.45871406
Median Absolute Deviation (MAD)	0.23362266
Skewness	0.093450256
Sum	486.2369
Variance	0.072858212
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6534723763	36	3.4%
0.09373433879	36	3.4%
0.2022900362	32	3.0%
0.7931019516	31	2.9%
0.1517737165	29	2.7%
0.4681131029	29	2.7%
0.5767412237	29	2.7%
0.6040190066	28	2.6%
0.3318575246	26	2.5%
0.2344904404	26	2.5%
Other values (541)	758	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.001884832331	1	0.1%
0.004547583603	1	0.1%
0.005216920149	1	0.1%
0.008103573217	1	0.1%
0.00838437946	1	0.1%
0.01007531362	1	0.1%
0.01061225638	1	0.1%
0.010791398	1	0.1%
0.01269320748	1	0.1%
0.01271068437	1	0.1%

Value	Count	Frequency (%)
0.9998255883	1	0.1%
0.9978062868	1	0.1%
0.9932775378	1	0.1%
0.9931424258	1	0.1%
0.9913899113	1	0.1%
0.9905920345	1	0.1%
0.9889624396	1	0.1%
0.9820257149	1	0.1%
0.9815531983	1	0.1%
0.9807480255	1	0.1%

HbA1c
Real number (ℝ)

Distinct	551
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.47706284

Minimum	-0.0009908746
Maximum	0.99926519
Zeros	0
Zeros (%)	0.0%
Negative	1
Negative (%)	0.1%
Memory size	16.6 KiB

Quantile statistics

Minimum	-0.0009908746
5-th percentile	0.049590306
Q1	0.23899256
median	0.46276082
Q3	0.70811118
95-th percentile	0.9461479
Maximum	0.99926519
Range	1.0002561
Interquartile range (IQR)	0.46911862

Descriptive statistics

Standard deviation	0.27255464
Coefficient of variation (CV)	0.57131811
Kurtosis	-1.0312848
Mean	0.47706284
Median Absolute Deviation (MAD)	0.22480122
Skewness	0.075513195
Sum	505.68661
Variance	0.074286031
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5026647786	36	3.4%
0.7556601505	36	3.4%
0.1930096319	32	3.0%
0.1021803258	31	2.9%
0.5336272186	29	2.7%
0.4470727924	29	2.7%
0.334439412	29	2.7%
0.2798638678	28	2.6%
0.9687739803	26	2.5%
0.8106275825	26	2.5%
Other values (541)	758	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.0009908745995	1	0.1%
0.004128370733	1	0.1%
0.00750150252	1	0.1%
0.007696358205	1	0.1%
0.01186816184	1	0.1%
0.01404682762	1	0.1%
0.01493636512	1	0.1%
0.01597076142	1	0.1%
0.01625564041	1	0.1%
0.0170985596	1	0.1%

Value	Count	Frequency (%)
0.9992651856	1	0.1%
0.9975420559	1	0.1%
0.9964981406	1	0.1%
0.995448009	1	0.1%
0.9951964106	1	0.1%
0.9949591261	1	0.1%
0.9933814672	1	0.1%
0.9928525946	1	0.1%
0.9913936212	1	0.1%
0.9888295434	1	0.1%

LDL Cholesterol
Real number (ℝ)

Distinct	551
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.47020027

Minimum	0.0010362516
Maximum	0.99956729
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	0.0010362516
5-th percentile	0.042854562
Q1	0.26492864
median	0.48685704
Q3	0.65771075
95-th percentile	0.89786147
Maximum	0.99956729
Range	0.99853104
Interquartile range (IQR)	0.39278211

Descriptive statistics

Standard deviation	0.25679692
Coefficient of variation (CV)	0.54614371
Kurtosis	-0.86774981
Mean	0.47020027
Median Absolute Deviation (MAD)	0.20506734
Skewness	-0.071363726
Sum	498.41228
Variance	0.065944658
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2155602382	36	3.4%
0.6033509421	36	3.4%
0.4130711175	32	3.0%
0.7017824112	31	2.9%
0.7134413173	29	2.7%
0.5274564131	29	2.7%
0.7674081856	29	2.7%
0.124631396	28	2.6%
0.007447144103	26	2.5%
0.3303616343	26	2.5%
Other values (541)	758	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.001036251571	1	0.1%
0.002923881045	1	0.1%
0.007447144103	26	2.5%
0.009009460451	1	0.1%
0.009438058139	1	0.1%
0.01034463504	1	0.1%
0.01096478204	1	0.1%
0.01491043262	1	0.1%
0.01728158199	1	0.1%
0.0247238648	1	0.1%

Value	Count	Frequency (%)
0.9995672946	1	0.1%
0.998426028	1	0.1%
0.9880082801	1	0.1%
0.9870665968	1	0.1%
0.9838264763	1	0.1%
0.982536768	1	0.1%
0.9819191112	1	0.1%
0.9817073685	1	0.1%
0.9776564363	1	0.1%
0.9774926726	1	0.1%

HDL Cholesterol
Real number (ℝ)

Distinct	551
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.508297

Minimum	-0.000546137
Maximum	1.0007435
Zeros	0
Zeros (%)	0.0%
Negative	1
Negative (%)	0.1%
Memory size	16.6 KiB

Quantile statistics

Minimum	-0.000546137
5-th percentile	0.095086915
Q1	0.33239024
median	0.48562148
Q3	0.755479
95-th percentile	0.89569864
Maximum	1.0007435
Range	1.0012897
Interquartile range (IQR)	0.42308876

Descriptive statistics

Standard deviation	0.24867586
Coefficient of variation (CV)	0.48923339
Kurtosis	-0.92471287
Mean	0.508297
Median Absolute Deviation (MAD)	0.21424716
Skewness	0.035562388
Sum	538.79482
Variance	0.061839685
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5129405631	36	3.4%
0.3813309007	36	3.4%
0.7793782297	32	3.0%
0.767014321	31	2.9%
0.4209961921	29	2.7%
0.2415355651	29	2.7%
0.2425657807	29	2.7%
0.4268720908	28	2.6%
0.4856214819	26	2.5%
0.4601662132	26	2.5%
Other values (541)	758	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.0005461369968	1	0.1%
0.002459615161	1	0.1%
0.003820567546	1	0.1%
0.004680034738	1	0.1%
0.006786440039	1	0.1%
0.009358745413	1	0.1%
0.01870755793	1	0.1%
0.02109961779	1	0.1%
0.02140659767	1	0.1%
0.02152812787	1	0.1%

Value	Count	Frequency (%)
1.000743542	1	0.1%
1.00010152	1	0.1%
1.000025775	1	0.1%
0.9987605587	1	0.1%
0.9967706667	1	0.1%
0.9954488439	1	0.1%
0.9948952752	1	0.1%
0.9926346592	1	0.1%
0.9894112936	1	0.1%
0.9884941461	1	0.1%

ALT
Real number (ℝ)

Distinct	551
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.42253703

Minimum	-0.00031187179
Maximum	1.0003259
Zeros	0
Zeros (%)	0.0%
Negative	1
Negative (%)	0.1%
Memory size	16.6 KiB

Quantile statistics

Minimum	-0.00031187179
5-th percentile	0.06340516
Q1	0.2004467
median	0.35141389
Q3	0.71031859
95-th percentile	0.87571737
Maximum	1.0003259
Range	1.0006378
Interquartile range (IQR)	0.50987189

Descriptive statistics

Standard deviation	0.28078658
Coefficient of variation (CV)	0.66452538
Kurtosis	-1.303626
Mean	0.42253703
Median Absolute Deviation (MAD)	0.25777769
Skewness	0.27392868
Sum	447.88926
Variance	0.078841105
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.06418734696	36	3.4%
0.2743298921	36	3.4%
0.7779826004	32	3.0%
0.7497004803	31	2.9%
0.211077921	29	2.7%
0.1252868155	29	2.7%
0.3325568131	29	2.7%
0.7417191358	28	2.6%
0.2340907753	26	2.5%
0.06766123153	26	2.5%
Other values (541)	758	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.0003118717855	1	0.1%
0.007186304988	1	0.1%
0.01065856762	1	0.1%
0.01279841977	1	0.1%
0.0135346266	1	0.1%
0.01473726266	1	0.1%
0.01504812616	1	0.1%
0.01528007921	1	0.1%
0.01667792214	1	0.1%
0.02074387876	1	0.1%

Value	Count	Frequency (%)
1.000325922	1	0.1%
0.9989089357	1	0.1%
0.9945630073	1	0.1%
0.9871765418	1	0.1%
0.9841565182	1	0.1%
0.9773022285	1	0.1%
0.976757383	1	0.1%
0.9763493764	1	0.1%
0.9744010435	1	0.1%
0.9739677472	1	0.1%

AST
Real number (ℝ)

Distinct	551
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4694059

Minimum	0.0020470841
Maximum	1.0004024
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	0.0020470841
5-th percentile	0.070973745
Q1	0.24927653
median	0.48100095
Q3	0.6208683
95-th percentile	0.92012837
Maximum	1.0004024
Range	0.99835533
Interquartile range (IQR)	0.37159176

Descriptive statistics

Standard deviation	0.26757295
Coefficient of variation (CV)	0.57002468
Kurtosis	-0.96395002
Mean	0.4694059
Median Absolute Deviation (MAD)	0.21994575
Skewness	0.072573359
Sum	497.57025
Variance	0.071595281
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6108265095	36	3.4%
0.4434975704	36	3.4%
0.2492765304	32	3.0%
0.07097374511	31	2.9%
0.6116736774	29	2.7%
0.7689338752	29	2.7%
0.6000013632	29	2.7%
0.143120567	28	2.6%
0.9201283717	26	2.5%
0.481000951	26	2.5%
Other values (541)	758	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.002047084112	1	0.1%
0.006373162465	1	0.1%
0.0121793913	1	0.1%
0.01240134223	1	0.1%
0.01301254574	1	0.1%
0.0152229307	1	0.1%
0.01651142509	1	0.1%
0.01693482527	1	0.1%
0.01963170413	1	0.1%
0.02026150813	1	0.1%

Value	Count	Frequency (%)
1.000402418	1	0.1%
0.9989659574	1	0.1%
0.9944599516	1	0.1%
0.9935442489	1	0.1%
0.9929479002	1	0.1%
0.9877276983	1	0.1%
0.9875049343	1	0.1%
0.9845802261	1	0.1%
0.9828864255	1	0.1%
0.9815260234	1	0.1%

Heart Rate
Real number (ℝ)

Distinct	551
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.54355761

Minimum	0.0021447324
Maximum	0.99985716
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	0.0021447324
5-th percentile	0.092556627
Q1	0.32699811
median	0.51856742
Q3	0.83610766
95-th percentile	0.93948485
Maximum	0.99985716
Range	0.99771242
Interquartile range (IQR)	0.50910955

Descriptive statistics

Standard deviation	0.27861525
Coefficient of variation (CV)	0.51257723
Kurtosis	-1.1466402
Mean	0.54355761
Median Absolute Deviation (MAD)	0.23252
Skewness	0.038833114
Sum	576.17106
Variance	0.07762646
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9394848536	36	3.4%
0.5185674222	36	3.4%
0.2441408131	32	3.0%
0.9329066816	31	2.9%
0.9281608621	29	2.7%
0.8982088068	29	2.7%
0.9261856489	29	2.7%
0.5704862056	28	2.6%
0.8962007564	26	2.5%
0.4282502545	26	2.5%
Other values (541)	758	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.002144732384	1	0.1%
0.007819450325	1	0.1%
0.008470576007	1	0.1%
0.008641293186	1	0.1%
0.00970662265	1	0.1%
0.01150738367	1	0.1%
0.01243260921	1	0.1%
0.01329299538	1	0.1%
0.01505055714	1	0.1%
0.01673844921	1	0.1%

Value	Count	Frequency (%)
0.9998571573	1	0.1%
0.9968728058	1	0.1%
0.9963213439	1	0.1%
0.9922780535	1	0.1%
0.992250692	1	0.1%
0.9893745164	1	0.1%
0.9860919629	1	0.1%
0.9857863162	1	0.1%
0.9857606293	1	0.1%
0.9835523445	1	0.1%

Creatinine
Real number (ℝ)

Distinct	551
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.46669565

Minimum	0.0088313358
Maximum	0.99934762
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	0.0088313358
5-th percentile	0.032121816
Q1	0.23417601
median	0.47886754
Q3	0.65933087
95-th percentile	0.90000552
Maximum	0.99934762
Range	0.99051628
Interquartile range (IQR)	0.42515486

Descriptive statistics

Standard deviation	0.26683574
Coefficient of variation (CV)	0.57175535
Kurtosis	-0.99956664
Mean	0.46669565
Median Absolute Deviation (MAD)	0.19975897
Skewness	0.02227233
Sum	494.69739
Variance	0.07120131
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.09551152825	36	3.4%
0.6452468875	36	3.4%
0.4788675405	32	3.0%
0.3826472654	31	2.9%
0.1473851095	29	2.7%
0.5663701654	29	2.7%
0.4109813347	29	2.7%
0.2791085684	28	2.6%
0.03031257031	26	2.5%
0.8732897046	26	2.5%
Other values (541)	758	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.008831335767	1	0.1%
0.01351344027	1	0.1%
0.01472477472	1	0.1%
0.01503102766	1	0.1%
0.01563923497	1	0.1%
0.01824182731	1	0.1%
0.01967069259	1	0.1%
0.0212394154	14	1.3%
0.02252172329	1	0.1%
0.02312020457	1	0.1%

Value	Count	Frequency (%)
0.9993476204	1	0.1%
0.9950301841	1	0.1%
0.9927081846	1	0.1%
0.9920897843	1	0.1%
0.9841807133	1	0.1%
0.9829971888	1	0.1%
0.9804133901	1	0.1%
0.9798119253	1	0.1%
0.9779864666	1	0.1%
0.9770177157	1	0.1%

Troponin
Real number (ℝ)

Distinct	551
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.45094921

Minimum	0.0057142773
Maximum	1.0001252
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.6 KiB

Quantile statistics

Minimum	0.0057142773
5-th percentile	0.067023565
Q1	0.2280783
median	0.43522293
Q3	0.69781576
95-th percentile	0.90574273
Maximum	1.0001252
Range	0.99441089
Interquartile range (IQR)	0.46973745

Descriptive statistics

Standard deviation	0.26780929
Coefficient of variation (CV)	0.59387905
Kurtosis	-1.0527875
Mean	0.45094921
Median Absolute Deviation (MAD)	0.23948785
Skewness	0.156937
Sum	478.00617
Variance	0.071721816
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4659569675	36	3.4%
0.08859563486	36	3.4%
0.7067325077	32	3.0%
0.4835170566	31	2.9%
0.7517781166	29	2.7%
0.221570775	29	2.7%
0.697815757	29	2.7%
0.4071249629	28	2.6%
0.08710730438	26	2.5%
0.3354353124	26	2.5%
Other values (541)	758	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.005714277342	1	0.1%
0.006124496429	1	0.1%
0.006543964784	1	0.1%
0.007490214645	1	0.1%
0.008220478789	1	0.1%
0.01028730141	1	0.1%
0.01093309881	1	0.1%
0.0122866655	1	0.1%
0.01331158514	1	0.1%
0.0175698063	1	0.1%

Value	Count	Frequency (%)
1.000125171	1	0.1%
0.9967601639	1	0.1%
0.9962382486	1	0.1%
0.9956681423	1	0.1%
0.989520234	1	0.1%
0.9884067293	1	0.1%
0.987923377	1	0.1%
0.9875491006	1	0.1%
0.9868883672	1	0.1%
0.9823044298	1	0.1%

C-reactive Protein
Real number (ℝ)

Distinct	551
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.47572687

Minimum	-0.00099109031
Maximum	0.99948777
Zeros	0
Zeros (%)	0.0%
Negative	1
Negative (%)	0.1%
Memory size	16.6 KiB

Quantile statistics

Minimum	-0.00099109031
5-th percentile	0.042362587
Q1	0.19555211
median	0.51018321
Q3	0.72625053
95-th percentile	0.88973598
Maximum	0.99948777
Range	1.0004789
Interquartile range (IQR)	0.53069842

Descriptive statistics

Standard deviation	0.28033938
Coefficient of variation (CV)	0.58928642
Kurtosis	-1.2087695
Mean	0.47572687
Median Absolute Deviation (MAD)	0.24097385
Skewness	-0.16780828
Sum	504.27048
Variance	0.078590171
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7692300746	36	3.4%
0.7511570518	36	3.4%
0.5101832066	32	3.0%
0.04901479982	31	2.9%
0.5719523072	29	2.7%
0.192079602	29	2.7%
0.7190608465	29	2.7%
0.04880359883	28	2.6%
0.01215396151	26	2.5%
0.5041885918	26	2.5%
Other values (541)	758	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.0009910903144	1	0.1%
0.001733062707	1	0.1%
0.004867322303	1	0.1%
0.004994246816	1	0.1%
0.00526653857	1	0.1%
0.00612067006	1	0.1%
0.00666487346	1	0.1%
0.01153499608	1	0.1%
0.01215396151	26	2.5%
0.01302943087	1	0.1%

Value	Count	Frequency (%)
0.9994877744	1	0.1%
0.9976790764	1	0.1%
0.9975771535	1	0.1%
0.9962643818	1	0.1%
0.9898287203	1	0.1%
0.9827106831	1	0.1%
0.9793826802	1	0.1%
0.9764868394	1	0.1%
0.9752454304	1	0.1%
0.9746498893	1	0.1%

Disease
Categorical

Distinct	6
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	16.6 KiB

Healthy	530
Diabetes	310
Anemia	100
Thalasse	62
Heart Di	39

Length

Max length	8
Median length	7.5
Mean length	7.3113208
Min length	6

Characters and Unicode

Total characters	7750
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Diabetes
2nd row	Thalasse
3rd row	Anemia
4th row	Thalasse
5th row	Diabetes

Common Values

Value	Count	Frequency (%)
Healthy	530	50.0%
Diabetes	310	29.2%
Anemia	100	9.4%
Thalasse	62	5.8%
Heart Di	39	3.7%
Thromboc	19	1.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
healthy	530	48.2%
diabetes	310	28.2%
anemia	100	9.1%
thalasse	62	5.6%
heart	39	3.5%
di	39	3.5%
thromboc	19	1.7%

Most occurring characters

Value	Count	Frequency (%)
e	1351	17.4%
a	1103	14.2%
t	879	11.3%
h	611	7.9%
l	592	7.6%
H	569	7.3%
y	530	6.8%
i	449	5.8%
s	434	5.6%
D	349	4.5%
Other values (9)	883	11.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7750	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1351	17.4%
a	1103	14.2%
t	879	11.3%
h	611	7.9%
l	592	7.6%
H	569	7.3%
y	530	6.8%
i	449	5.8%
s	434	5.6%
D	349	4.5%
Other values (9)	883	11.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7750	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1351	17.4%
a	1103	14.2%
t	879	11.3%
h	611	7.9%
l	592	7.6%
H	569	7.3%
y	530	6.8%
i	449	5.8%
s	434	5.6%
D	349	4.5%
Other values (9)	883	11.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7750	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1351	17.4%
a	1103	14.2%
t	879	11.3%
h	611	7.9%
l	592	7.6%
H	569	7.3%
y	530	6.8%
i	449	5.8%
s	434	5.6%
D	349	4.5%
Other values (9)	883	11.4%

Binary_Disease
Categorical

UNIFORM

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	16.6 KiB

1	530
0	530

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1060
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	530	50.0%
0	530	50.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	530	50.0%
0	530	50.0%

Most occurring characters

Value	Count	Frequency (%)
1	530	50.0%
0	530	50.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1060	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	530	50.0%
0	530	50.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1060	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	530	50.0%
0	530	50.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1060	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	530	50.0%
0	530	50.0%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	Glucose	Cholesterol	Hemoglobin	Platelets	White Blood Cells	Red Blood Cells	Hematocrit	Mean Corpuscular Volume	Mean Corpuscular Hemoglobin	Mean Corpuscular Hemoglobin Concentration	Insulin	BMI	Systolic Blood Pressure	Diastolic Blood Pressure	Triglycerides	HbA1c	LDL Cholesterol	HDL Cholesterol	ALT	AST	Heart Rate	Creatinine	Troponin	C-reactive Protein	Disease	Binary_Disease
1	0.121786	0.023058	0.944893	0.905372	0.507711	0.403033	0.164216	0.307553	0.207938	0.505562	0.571162	0.839271	0.580903	0.556037	0.477742	0.856810	0.652465	0.106961	0.942549	0.344261	0.666368	0.659060	0.816982	0.401166	Diabetes	1
2	0.452539	0.116135	0.544560	0.400640	0.294538	0.382021	0.625267	0.295122	0.868369	0.026808	0.582170	0.577423	0.045782	0.663642	0.088940	0.466795	0.387332	0.421763	0.007186	0.506918	0.431704	0.417295	0.799074	0.779208	Thalasse	1
3	0.136609	0.015605	0.419957	0.191487	0.081168	0.166214	0.073293	0.668719	0.125447	0.501051	0.620258	0.169059	0.139289	0.160496	0.406528	0.016256	0.040137	0.826721	0.265415	0.594148	0.225756	0.490349	0.637061	0.354094	Anemia	1
4	0.176737	0.752220	0.971779	0.785286	0.443880	0.439851	0.894991	0.442159	0.257288	0.805987	0.184371	0.580175	0.118461	0.005579	0.414407	0.429431	0.146294	0.221574	0.015280	0.567115	0.841412	0.153350	0.794008	0.094970	Thalasse	1
5	0.898222	0.258706	0.933307	0.353082	0.373952	0.297138	0.900010	0.985488	0.679007	0.355774	0.460292	0.624374	0.664835	0.537559	0.766484	0.389461	0.529914	0.222687	0.772461	0.119994	0.894273	0.128124	0.379016	0.751438	Diabetes	1
6	0.353734	0.757757	0.755007	0.012594	0.227684	0.425117	0.387461	0.461418	0.305588	0.741120	0.654441	0.403920	0.143713	0.212859	0.393263	0.446854	0.729376	0.615543	0.794735	0.233890	0.612188	0.407891	0.426863	0.532100	Thromboc	1
7	0.399017	0.508254	0.777394	0.096310	0.925520	0.652505	0.684896	0.380656	0.248189	0.490245	0.151013	0.306056	0.722350	0.535940	0.391481	0.673188	0.033037	0.772045	0.253892	0.322486	0.659069	0.774219	0.714177	0.609177	Thromboc	1
8	0.722428	0.300282	0.487907	0.200865	0.402035	0.729285	0.851338	0.820546	0.106637	0.006947	0.797331	0.524159	0.747593	0.141501	0.128765	0.022621	0.061317	0.644191	0.715823	0.417170	0.639148	0.213026	0.549920	0.036800	Thalasse	1
10	0.407043	0.248231	0.295620	0.055934	0.044499	0.416145	0.548540	0.338914	0.906910	0.722286	0.243146	0.369448	0.643406	0.043103	0.276160	0.367520	0.450078	0.989411	0.087708	0.317984	0.743462	0.206610	0.594778	0.293962	Anemia	1
11	0.351722	0.014278	0.898615	0.167550	0.727148	0.046091	0.900434	0.136227	0.134361	0.279219	0.078163	0.411167	0.355545	0.114380	0.191626	0.570553	0.171245	0.858352	0.362012	0.290984	0.996873	0.882164	0.411158	0.146255	Diabetes	1

	Glucose	Cholesterol	Hemoglobin	Platelets	White Blood Cells	Red Blood Cells	Hematocrit	Mean Corpuscular Volume	Mean Corpuscular Hemoglobin	Mean Corpuscular Hemoglobin Concentration	Insulin	BMI	Systolic Blood Pressure	Diastolic Blood Pressure	Triglycerides	HbA1c	LDL Cholesterol	HDL Cholesterol	ALT	AST	Heart Rate	Creatinine	Troponin	C-reactive Protein	Disease
131	0.652122	0.478195	0.597916	0.425360	0.942047	1.000000	0.493428	0.328170	0.172450	0.693244	0.449399	0.443725	0.576397	0.441287	0.478313	0.731775	0.640133	0.398199	0.214581	0.620868	0.335346	0.459722	0.713162	0.332335	Healthy
45	0.106993	0.277024	0.776516	0.638554	0.819277	0.257666	0.751106	0.304968	0.770577	0.501131	0.668324	0.381684	0.708229	0.632179	0.468113	0.447073	0.527456	0.241536	0.125287	0.768934	0.898209	0.566370	0.221571	0.192080	Healthy
23	0.693767	0.730686	0.751196	0.747326	0.742084	0.413056	0.820138	0.140164	0.756092	0.488189	0.772896	0.529332	0.510764	0.488942	0.093734	0.755660	0.603351	0.381331	0.274330	0.443498	0.518567	0.645247	0.088596	0.751157	Healthy
78	0.599549	0.582178	0.360497	0.202496	0.533017	0.928919	0.660738	0.758918	0.023408	0.741381	0.341124	0.650985	0.161446	0.599541	0.287760	0.796922	0.604753	0.755479	0.380121	0.152276	0.306380	0.799552	0.510091	0.657426	Healthy
78	0.599549	0.582178	0.360497	0.202496	0.533017	0.928919	0.660738	0.758918	0.023408	0.741381	0.341124	0.650985	0.161446	0.599541	0.287760	0.796922	0.604753	0.755479	0.380121	0.152276	0.306380	0.799552	0.510091	0.657426	Healthy
2629	0.683867	0.283787	0.871859	0.276666	0.509281	0.754693	0.358302	0.287738	0.123325	0.575946	0.383339	0.541127	0.222948	0.182949	0.392156	0.667253	0.562304	0.342960	0.738620	0.252171	0.286047	0.673511	0.022219	0.726251	Healthy
154	0.080779	0.422381	0.747859	0.711762	0.387467	0.528601	0.288132	0.487605	0.618204	0.278717	0.416718	0.497018	0.333674	0.686142	0.770740	0.111030	0.043880	0.873681	0.167486	0.514829	0.207098	0.513864	0.088611	0.148124	Healthy
105	0.565794	0.710185	0.661882	0.987684	0.214812	0.765705	0.880837	0.099384	0.000554	0.035533	0.699609	0.375882	0.683012	0.600676	0.202290	0.193010	0.413071	0.779378	0.777983	0.249277	0.244141	0.478868	0.706733	0.510183	Healthy
69	0.254839	0.125606	0.964963	0.580719	0.815725	0.458429	0.893228	0.429131	0.195760	0.694565	0.522603	0.285962	0.233920	0.625938	0.282993	0.025010	0.422977	0.759931	0.651537	0.076343	0.510846	0.558042	0.228078	0.358865	Healthy
70	0.298550	0.182145	0.701824	0.418574	0.875773	0.660344	0.977520	0.459985	0.717812	0.677143	0.204482	0.328231	0.359064	0.784966	0.748102	0.237960	0.437792	0.490455	0.029745	0.565996	0.433284	0.095771	0.283121	0.632352	Healthy

Most frequently occurring

	Glucose	Cholesterol	Hemoglobin	Platelets	White Blood Cells	Red Blood Cells	Hematocrit	Mean Corpuscular Volume	Mean Corpuscular Hemoglobin	Mean Corpuscular Hemoglobin Concentration	Insulin	BMI	Systolic Blood Pressure	Diastolic Blood Pressure	Triglycerides	HbA1c	LDL Cholesterol	HDL Cholesterol	ALT	AST	Heart Rate	Creatinine	Troponin	C-reactive Protein	Disease	# duplicates
18	0.693767	0.730686	0.751196	0.747326	0.742084	0.413056	0.820138	0.140164	0.756092	0.488189	0.772896	0.529332	0.510764	0.488942	0.093734	0.755660	0.603351	0.381331	0.274330	0.443498	0.518567	0.645247	0.088596	0.751157	Healthy	36
19	0.739597	0.650198	0.713631	0.868491	0.687433	0.529895	0.290006	0.631045	0.001328	0.795829	0.034129	0.071774	0.185596	0.071455	0.653472	0.502665	0.215560	0.512941	0.064187	0.610827	0.939485	0.095512	0.465957	0.769230	Healthy	36
13	0.565794	0.710185	0.661882	0.987684	0.214812	0.765705	0.880837	0.099384	0.000554	0.035533	0.699609	0.375882	0.683012	0.600676	0.202290	0.193010	0.413071	0.779378	0.777983	0.249277	0.244141	0.478868	0.706733	0.510183	Healthy	32
11	0.389399	0.462404	0.480595	0.228912	0.781088	0.889100	0.201787	0.298939	0.285184	0.669895	0.712459	0.321982	0.057270	0.149676	0.793102	0.102180	0.701782	0.767014	0.749700	0.070974	0.932907	0.382647	0.483517	0.049015	Healthy	31
2	0.106993	0.277024	0.776516	0.638554	0.819277	0.257666	0.751106	0.304968	0.770577	0.501131	0.668324	0.381684	0.708229	0.632179	0.468113	0.447073	0.527456	0.241536	0.125287	0.768934	0.898209	0.566370	0.221571	0.192080	Healthy	29
8	0.349509	0.468067	0.787240	0.253130	0.605211	0.879878	0.791565	0.411967	0.753353	0.266736	0.658827	0.678700	0.119280	0.365776	0.576741	0.334439	0.767408	0.242566	0.332557	0.600001	0.926186	0.410981	0.697816	0.719061	Healthy	29
14	0.582278	0.114633	0.846266	0.736968	0.487405	0.904046	0.394547	0.065926	0.687458	0.459895	0.079543	0.780027	0.541749	0.066488	0.151774	0.533627	0.713441	0.420996	0.211078	0.611674	0.928161	0.147385	0.751778	0.571952	Healthy	29
6	0.346893	0.070017	0.774610	0.695949	0.405680	0.328027	0.561552	0.295210	-0.000614	0.041211	0.106717	0.732219	0.456437	0.144082	0.604019	0.279864	0.124631	0.426872	0.741719	0.143121	0.570486	0.279109	0.407125	0.048804	Healthy	28
4	0.274307	0.544493	0.111304	0.659944	0.516759	0.751746	1.000342	0.288068	0.172800	0.106276	0.713778	0.014754	0.551204	0.071789	0.331858	0.968774	0.007447	0.485621	0.234091	0.920128	0.896201	0.030313	0.087107	0.012154	Healthy	26
12	0.506226	0.192274	0.622622	0.539111	0.378529	0.676623	0.817650	0.031509	0.075070	0.516964	0.749118	0.311306	0.021779	0.681009	0.234490	0.810628	0.330362	0.460166	0.067661	0.481001	0.428250	0.873290	0.335435	0.504189	Healthy	26

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Missing values

Sample

Duplicate rows

Most frequently occurring